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COMP3330 - Machine Intelligence

Abstract

This project aims to research several training tasks associated with machine learning, including:

  • The Two Spirals Task and variations of
  • The Autoencoder, using a sparse coding
  • The Classification for Human Activity Recognition

Developer Notes

  1. Download pybuilder (this project's build tool) pip install pybuilder
  2. Install a markdown editor (Preferably one with a table generator)

Project Dependencies

  • pybrain
  • numpy
  • matplotlib
  • libsvm (included)

Running PyBuilder

  1. Once pybuilder is installed, it will be placed in your system's python/scripts location as pyb or pyb_
  2. Run pyb (or pyb_) to build the project
  3. Run pyb install_dependencies to manually download the dependencies for the project (This should be done automatically when you run pyb )

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